Research Article
Deep Learning Approach for Estimating Workability of Self-Compacting Concrete from Mixing Image Sequences
Table 6
Prediction results of SF values with different R.
| Video number | GT (mm) | R = 3 | R = 5 | R = 7 | R = 9 | Prediction (mm) | RE (%) | Prediction (mm) | RE (%) | Prediction (mm) | RE (%) | Prediction (mm) | RE (%) |
| 1 | 575 | 509 | 11.5 | 643 | 11.8 | 531 | 7.7 | 515 | 10.4 | 2 | 355 | 340 | 3.7 | 314 | 11.3 | 305 | 14.0 | 364 | 2.5 | 4 | 480 | 277 | 42.3 | 504 | 5.0 | 535 | 11.3 | 534 | 11.3 | 25 | 600 | 599 | 0.1 | 573 | 4.5 | 585 | 2.5 | 596 | 0.6 | 27 | 648 | 637 | 1.7 | 589 | 10.0 | 593 | 8.5 | 589 | 10.0 |
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